US 12,073,304 B2
Classifying input examples using a comparison set
Charles Blundell, London (GB); and Oriol Vinyals, London (GB)
Assigned to DeepMind Technologies Limited, London (GB)
Filed by DEEPMIND TECHNOLOGIES LIMITED, London (GB)
Filed on Jun. 16, 2023, as Appl. No. 18/211,085.
Application 18/211,085 is a continuation of application No. 17/223,523, filed on Apr. 6, 2021, granted, now 11,714,993.
Application 17/223,523 is a continuation of application No. 16/303,510, granted, now 10,997,472, issued on May 4, 2021, previously published as PCT/US2017/033604, filed on May 19, 2017.
Claims priority of provisional application 62/339,782, filed on May 20, 2016.
Prior Publication US 2023/0334288 A1, Oct. 19, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06N 3/044 (2023.01); G06F 18/21 (2023.01); G06F 18/22 (2023.01); G06F 18/2413 (2023.01); G06N 3/08 (2023.01)
CPC G06N 3/044 (2023.01) [G06F 18/217 (2023.01); G06F 18/22 (2023.01); G06F 18/2413 (2023.01); G06N 3/08 (2013.01)] 20 Claims
OG exemplary drawing
 
15. A system comprising one or more computers and one or more non-transitory computer storage medium encoded with instructions that, when executed by the one or more computers, cause the one or more computers to perform operations for classifying a new image using a comparison set of comparison images, the operations comprising:
maintaining a comparison set, the comparison set comprising a plurality of comparison images and a respective label for each of the plurality of comparison images;
receiving a new image; and
determining a new label for the new image based on (i) the new image and the plurality of comparison images and (ii) the labels of the plurality of comparison images, comprising applying an attention mechanism to the new image and the plurality of comparison images.